Spurious Regression and Trending Variables

• Autores: Antonio E. Noriega, Daniel Ventosa Santaulària
• Localización: Oxford bulletin of economics and statistics, ISSN 0305-9049, Vol. 69, Nº. 3, 2007, págs. 439-444
• Idioma: inglés
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• Dialnet Métricas: 3 Citas
• Resumen

  • This paper analyses the asymptotic and finite‐sample implications of different types of non‐stationary behaviour among the dependent and explanatory variables in a linear spurious regression model. We study cases when the non‐stationarity in the dependent and explanatory variables is deterministic as well as stochastic. In particular, we derive the order in probability of the t‐statistic in a spurious regression equation under a variety of empirically relevant data generation processes, and show that the spurious regression phenomenon is present in all cases when both dependent and explanatory variables behave in a non‐stationary way. Simulation experiments confirm our asymptotic results.